Package apple.mlcompute

Class MLCSGDOptimizer

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.mlcompute.MLCOptimizer

apple.mlcompute.MLCSGDOptimizer

All Implemented Interfaces:

NSCopying, NSObject

@Deprecated
public class MLCSGDOptimizer
extends MLCOptimizer
implements NSCopying

Deprecated.

MLCSGDOptimizer The MLCSGDOptimizer specifies a stochastic gradient descent optimizer. API-Since: 14.0 Deprecated-Since: 100000.0 Deprecated-Message: Use Metal Performance Shaders Graph or BNNS instead.

Nested Class Summary

Nested classes/interfaces inherited from class apple.NSObject

NSObject.Block_accessibilityActivateBlock_ret, NSObject.Block_accessibilityActivationPointBlock_ret, NSObject.Block_accessibilityAttributedHintBlock_ret, NSObject.Block_accessibilityAttributedLabelBlock_ret, NSObject.Block_accessibilityAttributedUserInputLabelsBlock_ret, NSObject.Block_accessibilityAttributedValueBlock_ret, NSObject.Block_accessibilityContainerTypeBlock_ret, NSObject.Block_accessibilityCustomActionsBlock_ret, NSObject.Block_accessibilityCustomRotorsBlock_ret, NSObject.Block_accessibilityDecrementBlock_ret, NSObject.Block_accessibilityElementsBlock_ret, NSObject.Block_accessibilityElementsHiddenBlock_ret, NSObject.Block_accessibilityFrameBlock_ret, NSObject.Block_accessibilityHeaderElementsBlock_ret, NSObject.Block_accessibilityHintBlock_ret, NSObject.Block_accessibilityIdentifierBlock_ret, NSObject.Block_accessibilityIncrementBlock_ret, NSObject.Block_accessibilityLabelBlock_ret, NSObject.Block_accessibilityLanguageBlock_ret, NSObject.Block_accessibilityMagicTapBlock_ret, NSObject.Block_accessibilityNavigationStyleBlock_ret, NSObject.Block_accessibilityPathBlock_ret, NSObject.Block_accessibilityPerformEscapeBlock_ret, NSObject.Block_accessibilityRespondsToUserInteractionBlock_ret, NSObject.Block_accessibilityShouldGroupAccessibilityChildrenBlock_ret, NSObject.Block_accessibilityTextualContextBlock_ret, NSObject.Block_accessibilityTraitsBlock_ret, NSObject.Block_accessibilityUserInputLabelsBlock_ret, NSObject.Block_accessibilityValueBlock_ret, NSObject.Block_accessibilityViewIsModalBlock_ret, NSObject.Block_automationElementsBlock_ret, NSObject.Block_isAccessibilityElementBlock_ret, NSObject.Block_setAccessibilityActivateBlock, NSObject.Block_setAccessibilityActivationPointBlock, NSObject.Block_setAccessibilityAttributedHintBlock, NSObject.Block_setAccessibilityAttributedLabelBlock, NSObject.Block_setAccessibilityAttributedUserInputLabelsBlock, NSObject.Block_setAccessibilityAttributedValueBlock, NSObject.Block_setAccessibilityContainerTypeBlock, NSObject.Block_setAccessibilityCustomActionsBlock, NSObject.Block_setAccessibilityCustomRotorsBlock, NSObject.Block_setAccessibilityDecrementBlock, NSObject.Block_setAccessibilityElementsBlock, NSObject.Block_setAccessibilityElementsHiddenBlock, NSObject.Block_setAccessibilityFrameBlock, NSObject.Block_setAccessibilityHeaderElementsBlock, NSObject.Block_setAccessibilityHintBlock, NSObject.Block_setAccessibilityIdentifierBlock, NSObject.Block_setAccessibilityIncrementBlock, NSObject.Block_setAccessibilityLabelBlock, NSObject.Block_setAccessibilityLanguageBlock, NSObject.Block_setAccessibilityMagicTapBlock, NSObject.Block_setAccessibilityNavigationStyleBlock, NSObject.Block_setAccessibilityPathBlock, NSObject.Block_setAccessibilityPerformEscapeBlock, NSObject.Block_setAccessibilityRespondsToUserInteractionBlock, NSObject.Block_setAccessibilityShouldGroupAccessibilityChildrenBlock, NSObject.Block_setAccessibilityTextualContextBlock, NSObject.Block_setAccessibilityTraitsBlock, NSObject.Block_setAccessibilityUserInputLabelsBlock, NSObject.Block_setAccessibilityValueBlock, NSObject.Block_setAccessibilityViewIsModalBlock, NSObject.Block_setAutomationElementsBlock, NSObject.Block_setIsAccessibilityElementBlock, NSObject.Function_instanceMethodForSelector_ret, NSObject.Function_methodForSelector_ret

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	MLCSGDOptimizer(org.moe.natj.general.Pointer peer)	Deprecated.

Method Summary

Modifier and Type	Method	Description
static boolean	accessInstanceVariablesDirectly()	Deprecated.
static MLCSGDOptimizer	alloc()	Deprecated.
static MLCSGDOptimizer	allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)	Deprecated.
static boolean	automaticallyNotifiesObserversForKey(@NotNull java.lang.String key)	Deprecated.
static void	cancelPreviousPerformRequestsWithTarget(@NotNull java.lang.Object aTarget)	Deprecated.
static void	cancelPreviousPerformRequestsWithTargetSelectorObject(@NotNull java.lang.Object aTarget, @NotNull org.moe.natj.objc.SEL aSelector, @Nullable java.lang.Object anArgument)	Deprecated.
static @NotNull NSArray<java.lang.String>	classFallbacksForKeyedArchiver()	Deprecated.
static @NotNull org.moe.natj.objc.Class	classForKeyedUnarchiver()	Deprecated.
@NotNull java.lang.Object	copyWithZone(@Nullable org.moe.natj.general.ptr.VoidPtr zone)	Deprecated.
static java.lang.String	debugDescription_static()	Deprecated.
static java.lang.String	description_static()	Deprecated.
static long	hash_static()	Deprecated.
MLCSGDOptimizer	init()	Deprecated.
static NSObject.Function_instanceMethodForSelector_ret	instanceMethodForSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static NSMethodSignature	instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static boolean	instancesRespondToSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static boolean	isSubclassOfClass(org.moe.natj.objc.Class aClass)	Deprecated.
static @NotNull NSSet<java.lang.String>	keyPathsForValuesAffectingValueForKey(@NotNull java.lang.String key)	Deprecated.
float	momentumScale()	Deprecated. [@property] momentumScale The momentum factor.
static MLCSGDOptimizer	new_objc()	Deprecated.
static MLCSGDOptimizer	optimizerWithDescriptor(@NotNull MLCOptimizerDescriptor optimizerDescriptor)	Deprecated. Create an MLCSGDOptimizer object with defaults
static MLCSGDOptimizer	optimizerWithDescriptorMomentumScaleUsesNesterovMomentum(@NotNull MLCOptimizerDescriptor optimizerDescriptor, float momentumScale, boolean usesNesterovMomentum)	Deprecated. Create an MLCSGDOptimizer object
static boolean	resolveClassMethod(org.moe.natj.objc.SEL sel)	Deprecated.
static boolean	resolveInstanceMethod(org.moe.natj.objc.SEL sel)	Deprecated.
static void	setVersion_static(long aVersion)	Deprecated.
static org.moe.natj.objc.Class	superclass_static()	Deprecated.
boolean	usesNesterovMomentum()	Deprecated. [@property] usesNesterovMomentum A boolean that specifies whether to apply nesterov momentum or not.
static boolean	useStoredAccessor()	Deprecated.
static long	version_static()	Deprecated.

Methods inherited from class apple.mlcompute.MLCOptimizer

appliesGradientClipping, customGlobalNorm, gradientClipMax, gradientClipMin, gradientClippingType, gradientRescale, learningRate, maximumClippingNorm, regularizationScale, regularizationType, setAppliesGradientClipping, setLearningRate

Methods inherited from class apple.NSObject

accessibilityActivate, accessibilityActivateBlock, accessibilityActivationPoint, accessibilityActivationPointBlock, accessibilityAssistiveTechnologyFocusedIdentifiers, accessibilityAttributedHint, accessibilityAttributedHintBlock, accessibilityAttributedLabel, accessibilityAttributedLabelBlock, accessibilityAttributedUserInputLabels, accessibilityAttributedUserInputLabelsBlock, accessibilityAttributedValue, accessibilityAttributedValueBlock, accessibilityContainerType, accessibilityContainerTypeBlock, accessibilityCustomActions, accessibilityCustomActionsBlock, accessibilityCustomRotors, accessibilityCustomRotorsBlock, accessibilityDecrement, accessibilityDecrementBlock, accessibilityDirectTouchOptions, accessibilityDragSourceDescriptors, accessibilityDropPointDescriptors, accessibilityElementAtIndex, accessibilityElementCount, accessibilityElementDidBecomeFocused, accessibilityElementDidLoseFocus, accessibilityElementIsFocused, accessibilityElements, accessibilityElementsBlock, accessibilityElementsHidden, accessibilityElementsHiddenBlock, accessibilityFrame, accessibilityFrameBlock, accessibilityHeaderElementsBlock, accessibilityHint, accessibilityHintBlock, accessibilityIdentifierBlock, accessibilityIncrement, accessibilityIncrementBlock, accessibilityLabel, accessibilityLabelBlock, accessibilityLanguage, accessibilityLanguageBlock, accessibilityMagicTapBlock, accessibilityNavigationStyle, accessibilityNavigationStyleBlock, accessibilityPath, accessibilityPathBlock, accessibilityPerformEscape, accessibilityPerformEscapeBlock, accessibilityPerformMagicTap, accessibilityRespondsToUserInteraction, accessibilityRespondsToUserInteractionBlock, accessibilityScroll, accessibilityShouldGroupAccessibilityChildrenBlock, accessibilityTextualContext, accessibilityTextualContextBlock, accessibilityTraits, accessibilityTraitsBlock, accessibilityUserInputLabels, accessibilityUserInputLabelsBlock, accessibilityValue, accessibilityValueBlock, accessibilityViewIsModal, accessibilityViewIsModalBlock, accessibilityZoomInAtPoint, accessibilityZoomOutAtPoint, addObserverForKeyPathOptionsContext, attemptRecoveryFromErrorOptionIndex, attemptRecoveryFromErrorOptionIndexDelegateDidRecoverSelectorContextInfo, autoContentAccessingProxy, automationElements, automationElementsBlock, awakeAfterUsingCoder, awakeFromNib, class_objc, classForCoder, classForKeyedArchiver, copy, dealloc, debugDescription, description, dictionaryWithValuesForKeys, didChangeValueForKey, didChangeValueForKeyWithSetMutationUsingObjects, didChangeValuesAtIndexesForKey, doesNotRecognizeSelector, fileManagerShouldProceedAfterError, fileManagerWillProcessPath, finalize_objc, forwardingTargetForSelector, forwardInvocation, handleQueryWithUnboundKey, handleTakeValueForUnboundKey, hash, indexOfAccessibilityElement, isAccessibilityElement, isAccessibilityElementBlock, isEqual, isKindOfClass, isMemberOfClass, isProxy, methodForSelector, methodSignatureForSelector, mutableArrayValueForKey, mutableArrayValueForKeyPath, mutableCopy, mutableOrderedSetValueForKey, mutableOrderedSetValueForKeyPath, mutableSetValueForKey, mutableSetValueForKeyPath, observationInfo, observeValueForKeyPathOfObjectChangeContext, performSelector, performSelectorInBackgroundWithObject, performSelectorOnMainThreadWithObjectWaitUntilDone, performSelectorOnMainThreadWithObjectWaitUntilDoneModes, performSelectorOnThreadWithObjectWaitUntilDone, performSelectorOnThreadWithObjectWaitUntilDoneModes, performSelectorWithObject, performSelectorWithObjectAfterDelay, performSelectorWithObjectAfterDelayInModes, performSelectorWithObjectWithObject, prepareForInterfaceBuilder, provideImageDataBytesPerRowOrigin_Size_UserInfo, removeObserverForKeyPath, removeObserverForKeyPathContext, replacementObjectForCoder, replacementObjectForKeyedArchiver, respondsToSelector, self, setAccessibilityActivateBlock, setAccessibilityActivationPoint, setAccessibilityActivationPointBlock, setAccessibilityAttributedHint, setAccessibilityAttributedHintBlock, setAccessibilityAttributedLabel, setAccessibilityAttributedLabelBlock, setAccessibilityAttributedUserInputLabels, setAccessibilityAttributedUserInputLabelsBlock, setAccessibilityAttributedValue, setAccessibilityAttributedValueBlock, setAccessibilityContainerType, setAccessibilityContainerTypeBlock, setAccessibilityCustomActions, setAccessibilityCustomActionsBlock, setAccessibilityCustomRotors, setAccessibilityCustomRotorsBlock, setAccessibilityDecrementBlock, setAccessibilityDirectTouchOptions, setAccessibilityDragSourceDescriptors, setAccessibilityDropPointDescriptors, setAccessibilityElements, setAccessibilityElementsBlock, setAccessibilityElementsHidden, setAccessibilityElementsHiddenBlock, setAccessibilityFrame, setAccessibilityFrameBlock, setAccessibilityHeaderElementsBlock, setAccessibilityHint, setAccessibilityHintBlock, setAccessibilityIdentifierBlock, setAccessibilityIncrementBlock, setAccessibilityLabel, setAccessibilityLabelBlock, setAccessibilityLanguage, setAccessibilityLanguageBlock, setAccessibilityMagicTapBlock, setAccessibilityNavigationStyle, setAccessibilityNavigationStyleBlock, setAccessibilityPath, setAccessibilityPathBlock, setAccessibilityPerformEscapeBlock, setAccessibilityRespondsToUserInteraction, setAccessibilityRespondsToUserInteractionBlock, setAccessibilityShouldGroupAccessibilityChildrenBlock, setAccessibilityTextualContext, setAccessibilityTextualContextBlock, setAccessibilityTraits, setAccessibilityTraitsBlock, setAccessibilityUserInputLabels, setAccessibilityUserInputLabelsBlock, setAccessibilityValue, setAccessibilityValueBlock, setAccessibilityViewIsModal, setAccessibilityViewIsModalBlock, setAutomationElements, setAutomationElementsBlock, setIsAccessibilityElement, setIsAccessibilityElementBlock, setNilValueForKey, setObservationInfo, setShouldGroupAccessibilityChildren, setValueForKey, setValueForKeyPath, setValueForUndefinedKey, setValuesForKeysWithDictionary, shouldGroupAccessibilityChildren, storedValueForKey, superclass, takeStoredValueForKey, takeValueForKey, takeValueForKeyPath, takeValuesFromDictionary, unableToSetNilForKey, validateValueForKeyError, validateValueForKeyPathError, valueForKey, valueForKeyPath, valueForUndefinedKey, valuesForKeys, willChangeValueForKey, willChangeValueForKeyWithSetMutationUsingObjects, willChangeValuesAtIndexesForKey

Methods inherited from class org.moe.natj.objc.ObjCObject

equals, toString

Methods inherited from class org.moe.natj.general.NativeObject

finalize, getPeer, getPeerPointer

Methods inherited from class java.lang.Object

clone, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

MLCSGDOptimizer

protected MLCSGDOptimizer(org.moe.natj.general.Pointer peer)

Deprecated.

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

Deprecated.

alloc

public static MLCSGDOptimizer alloc()

Deprecated.

allocWithZone

public static MLCSGDOptimizer allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)

Deprecated.

automaticallyNotifiesObserversForKey

public static boolean automaticallyNotifiesObserversForKey(@NotNull
                                                           @NotNull java.lang.String key)

Deprecated.

cancelPreviousPerformRequestsWithTarget

public static void cancelPreviousPerformRequestsWithTarget(@NotNull
                                                           @NotNull java.lang.Object aTarget)

Deprecated.

cancelPreviousPerformRequestsWithTargetSelectorObject

public static void cancelPreviousPerformRequestsWithTargetSelectorObject(@NotNull
                                                                         @NotNull java.lang.Object aTarget,
                                                                         @NotNull
                                                                         @NotNull org.moe.natj.objc.SEL aSelector,
                                                                         @Nullable
                                                                         @Nullable java.lang.Object anArgument)

Deprecated.

classFallbacksForKeyedArchiver

@NotNull
public static @NotNull NSArray<java.lang.String> classFallbacksForKeyedArchiver()

Deprecated.

classForKeyedUnarchiver

@NotNull
public static @NotNull org.moe.natj.objc.Class classForKeyedUnarchiver()

Deprecated.

copyWithZone

@NotNull
public @NotNull java.lang.Object copyWithZone(@Nullable
                                              @Nullable org.moe.natj.general.ptr.VoidPtr zone)

Deprecated.

Specified by:

copyWithZone in interface NSCopying

Overrides:

copyWithZone in class MLCOptimizer

debugDescription_static

public static java.lang.String debugDescription_static()

Deprecated.

description_static

public static java.lang.String description_static()

Deprecated.

hash_static

public static long hash_static()

Deprecated.

init

public MLCSGDOptimizer init()

Deprecated.

Overrides:

init in class MLCOptimizer

instanceMethodForSelector

public static NSObject.Function_instanceMethodForSelector_ret instanceMethodForSelector(org.moe.natj.objc.SEL aSelector)

Deprecated.

instanceMethodSignatureForSelector

public static NSMethodSignature instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector)

Deprecated.

instancesRespondToSelector

public static boolean instancesRespondToSelector(org.moe.natj.objc.SEL aSelector)

Deprecated.

isSubclassOfClass

public static boolean isSubclassOfClass(org.moe.natj.objc.Class aClass)

Deprecated.

keyPathsForValuesAffectingValueForKey

@NotNull
public static @NotNull NSSet<java.lang.String> keyPathsForValuesAffectingValueForKey(@NotNull
                                                                                     @NotNull java.lang.String key)

Deprecated.

momentumScale

public float momentumScale()

Deprecated.

[@property] momentumScale The momentum factor. A hyper-parameter. The default is 0.0.

new_objc

public static MLCSGDOptimizer new_objc()

Deprecated.

optimizerWithDescriptor

public static MLCSGDOptimizer optimizerWithDescriptor(@NotNull
                                                      @NotNull MLCOptimizerDescriptor optimizerDescriptor)

Deprecated.

Create an MLCSGDOptimizer object with defaults

Returns:

A new MLCSGDOptimizer object.

optimizerWithDescriptorMomentumScaleUsesNesterovMomentum

public static MLCSGDOptimizer optimizerWithDescriptorMomentumScaleUsesNesterovMomentum(@NotNull
                                                                                       @NotNull MLCOptimizerDescriptor optimizerDescriptor,
                                                                                       float momentumScale,
                                                                                       boolean usesNesterovMomentum)

Deprecated.

Create an MLCSGDOptimizer object

Parameters:

optimizerDescriptor - The optimizer descriptor object

momentumScale - The momentum scale

usesNesterovMomentum - A boolean to enable / disable nesterov momentum

Returns:

A new MLCSGDOptimizer object.

resolveClassMethod

public static boolean resolveClassMethod(org.moe.natj.objc.SEL sel)

Deprecated.

resolveInstanceMethod

public static boolean resolveInstanceMethod(org.moe.natj.objc.SEL sel)

Deprecated.

setVersion_static

public static void setVersion_static(long aVersion)

Deprecated.

superclass_static

public static org.moe.natj.objc.Class superclass_static()

Deprecated.

usesNesterovMomentum

public boolean usesNesterovMomentum()

Deprecated.

[@property] usesNesterovMomentum A boolean that specifies whether to apply nesterov momentum or not. The default is false.

version_static

public static long version_static()

Deprecated.

useStoredAccessor

@Deprecated
public static boolean useStoredAccessor()

Deprecated.